probabilistic inference

310 papers

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Co-occurring keywords

graphical model (863) bayesian inference (1904) variational inference (2069) belief propagation (177) bayesian network (378) probabilistic modeling (851) approximate inference (253) markov chain monte carlo (724) lifted inference (46) message passing (578)

Papers

A Graphical Representation of Equivalence Classes of AMP Chain Graphs JMLR 2006

Multi-dynamic Bayesian Networks NIPS 2006

Conditional mean field NIPS 2006

Distributed Inference in Dynamical Systems NIPS 2006

Environment Identification for a Running Robot Using Inertial and Actuator Cues RSS 2006

Linear Programs for Hypotheses Selection in Probabilistic Inference Models JMLR 2006

Walk-Sums and Belief Propagation in Gaussian Graphical Models JMLR 2006

Using Combinatorial Optimization within Max-Product Belief Propagation NIPS 2006

Local Propagation in Conditional Gaussian Bayesian Networks JMLR 2005

Dependency Networks for Inference, Collaborative Filtering, and Data Visualization JMLR 2000